Abstract Superhydrophobic polyvinylidene fluoride (PVDF) membranes were prepared via incorporated with hydrophobic modified SiO2 nanoparticles (HMSNs). Results demonstrated that HMSNs in the dope induced precipitation of PVDF, mainly by solid-liquid demixing in ethanol bath. The fabricated superhydrophobic PVDF/HMSNs hybrid membrane was showed uniformly skinless comprising of PVDF spherical microparticles. During preparation, the HMSNs attach onto the PVDF microsphere surfaces as-formed micro-nano structures, which was important for imparting membrane superhydrophobicity. Therefore, the water contact angle of PVDF/HMSNs hybrid membrane was 155° as the mass ratio of HMSNs with PVDF matrix was 0.15:1 when ethanol coagulation bath was used. Since the proposed modification allowed HMSNs migration onto PVDF spherical microparticles surfaces during the exchange between solvent and non-solvent, the hydrophobicity of internal surface of membrane pores and channels was also enhanced. This feature successfully inhibited the liquid intrusion into membrane pores, and guaranteed a stable anti-wettability over a long period. The absorption flux was 2.34 mmol m−2 s−1 for prewetted as the mass ratio of HMSNs with PVDF matrix was 0.15:1 with a fluid flow rate of 240 mL min−1, 3.3 times higher than the prewetted pristine PVDF membrane. These results show that PVDF/HMSNs hybrid membranes are ideal candidates for application in CO2 absorption.